Semantic Prospect — AI-Powered Lead Discovery Engine
Published by Simply Semantics[](https://www.simplysemantics.com)

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OVERVIEW
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Semantic Prospect is an AI-powered, fully AI Agent–enabled SaaS component that discovers, qualifies, organizes, and activates high-quality business opportunities from forums, Reddit, communities, public discussions, and AI-accessible web sources.

It uses deep semantic intelligence to identify real buyer intent — turning online conversations into prioritized, enriched leads ready for outreach or automation.

Perfect for SaaS companies, consultants, agencies, sales teams, course creators, coaches, and especially AI builders who want low-cost, high-volume lead pipelines integrated into bots, agents, and products. No complex setup required.

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KEY CAPABILITIES
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* Zero-Configuration Free Tier — Works out of the box with Brave Search and LLM using platform-provided keys
* Semantic AI Intent Detection & Scoring — Prioritizes leads by contextual understanding and real buying signals
* Multiple Search Strategies — Brave Search API for real-time web results, LLM Web Search for AI-powered forum discovery
* Automated Qualification & Enrichment — Ranked, de-duplicated records with context notes and contact hints where available
* Custom Targeting & Rules — Filter by industry, topic, keywords, location, engagement, or your ICP criteria
* Flexible Delivery — CSV exports, API integration, or direct handoff to AI agents
* Bring Your Own Key — Add your own Brave or LLM API key for unlimited searches and up to 10 results per query
* Agent-First Design — MCP-compatible endpoint for autonomous workflows and high-volume usage
* Usage Tracking — Clear weekly/monthly quotas with remaining count indicators

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USE CASES
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- SaaS Companies: Surface users discussing pain points your tool solves
- Consultants & Agencies: Discover clients actively seeking your expertise
- B2B Sales Teams: Build targeted prospect lists from real conversations
- Course Creators & Coaches: Find learners expressing interest in your topics
- AI Builders & Bots: Feed qualified leads into autonomous agents for nurturing and conversion
- Market Research: Capture real-time opportunity signals and trends

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HOW IT WORKS (Quick Start)
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1. Define your targets — Specify sources, keywords, industries, or communities
2. Set qualification rules — Customize intent signals, scoring, and filters
3. AI scans & analyzes — Semantic processing finds and qualifies prospects
4. Receive prioritized lists — Enriched, sorted leads with context
5. Activate & monetize — Export, integrate via API/webhook, or let agents engage

Contact us for a demo, custom setup, and quick start tailored to your needs.

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PRICING
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Free tier (no credit card required):
  - Requires your Semantic Prospect API key (generated at signup for authentication)
  - 10 free searches per week (Brave Search + LLM combined)
  - 5 free LLM queries (3 results per query)
  - 50 leads per month
  - No third-party search API keys needed — platform provides its own

Unlimited usage:
  - Add your own Brave Search API key for unlimited Brave searches
  - Add your own LLM API key (Perplexity, xAI) for unlimited queries with up to 10 results each
  - Pro and Team tiers available — contact for pricing and volume plans

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PRIVACY & DATA HANDLING
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* All leads are sourced from publicly accessible web content only
* No private data, login-walled content, or PII databases are accessed
* Lead data is stored in your account and never shared with other users or third parties
* The platform never reads, collects, or transmits your environment variables
* Your API key is used solely for request authentication
* Users are responsible for complying with each source community's terms of service

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CONTACT & SUPPORT
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Website:  https://www.simplysemantics.com
Product:  https://www.simplysemantics.com/semantic-prospect.html
Email:    info@simplysemantics.com

License:  MIT (for any open-source components)